Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9043651 0.6476190 0.4260261
bt 0.8716270 0.6166667 0.3491583
maxnet 0.8642857 0.5769841 NA
gam 0.8595238 0.5904762 0.3501828
glm 0.8496032 0.5325397 0.3069993

Variable Importance

Partial Dependence